Update vector_store_retriever.py

vector_store_retriever.py

@@ -12,8 +12,14 @@ hf = HuggingFaceInstructEmbeddings(
 )
 
 # Load and process the PDF files
-loader = PyPDFLoader('./new_papers/new_papers/', glob="./*.pdf")
-documents = loader.load()
+from langchain.document_loaders import PyPDFDirectoryLoader
+
+loader = PyPDFDirectoryLoader("new_papers/")
+
+docs = loader.load()
+
+#loader = PyPDFLoader('./new_papers/', glob="./*.pdf")
+#documents = loader.load()
 
 #splitting the text into
 text_splitter = RecursiveCharacterTextSplitter(chunk_size=1000, chunk_overlap=200)